/* Copyright 2019 The TensorFlow Authors. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ==============================================================================*/ #include "tensorflow/compiler/jit/device_util.h" #include "tensorflow/core/lib/core/status_test_util.h" #include "tensorflow/core/platform/test.h" namespace tensorflow { namespace { absl::Status PickDeviceHelper(bool allow_mixing_unknown_and_cpu, absl::Span device_names, std::string* result) { jit::DeviceInfoCache cache; jit::DeviceSet device_set; for (absl::string_view name : device_names) { TF_ASSIGN_OR_RETURN(jit::DeviceId device_id, cache.GetIdFor(name)); device_set.Insert(device_id); } TF_ASSIGN_OR_RETURN( jit::DeviceId result_id, PickDeviceForXla(cache, device_set, allow_mixing_unknown_and_cpu)); *result = std::string(cache.GetNameFor(result_id)); return absl::OkStatus(); } void CheckPickDeviceResult(absl::string_view expected_result, bool allow_mixing_unknown_and_cpu, absl::Span inputs) { std::string result; TF_ASSERT_OK(PickDeviceHelper(allow_mixing_unknown_and_cpu, inputs, &result)) << "inputs = [" << absl::StrJoin(inputs, ", ") << "], allow_mixing_unknown_and_cpu=" << allow_mixing_unknown_and_cpu << ", expected_result=" << expected_result; EXPECT_EQ(result, expected_result); } void CheckPickDeviceHasError(bool allow_mixing_unknown_and_cpu, absl::Span inputs) { std::string result; EXPECT_FALSE( PickDeviceHelper(allow_mixing_unknown_and_cpu, inputs, &result).ok()); } const char* kCPU0 = "/job:localhost/replica:0/task:0/device:CPU:0"; const char* kGPU0 = "/job:localhost/replica:0/task:0/device:GPU:0"; const char* kXPU0 = "/job:localhost/replica:0/task:0/device:XPU:0"; const char* kYPU0 = "/job:localhost/replica:0/task:0/device:YPU:0"; const char* kCPU1 = "/job:localhost/replica:0/task:0/device:CPU:1"; const char* kGPU1 = "/job:localhost/replica:0/task:0/device:GPU:1"; const char* kXPU1 = "/job:localhost/replica:0/task:0/device:XPU:1"; const char* kCPU0Partial = "/device:CPU:0"; const char* kGPU0Partial = "/device:GPU:0"; const char* kXPU0Partial = "/device:XPU:0"; TEST(PickDeviceForXla, UniqueDevice) { CheckPickDeviceResult(kGPU0, false, {kGPU0, kGPU0}); } TEST(PickDeviceForXla, MoreSpecificDevice) { CheckPickDeviceResult(kCPU0, false, {kCPU0, kCPU0Partial}); CheckPickDeviceResult(kGPU0, false, {kGPU0, kGPU0Partial}); // Unknown devices do not support merging of full and partial specifications. CheckPickDeviceHasError(false, {kXPU1, kXPU0Partial}); } TEST(PickDeviceForXla, DeviceOrder) { CheckPickDeviceResult(kGPU0, false, {kGPU0, kCPU0}); CheckPickDeviceResult(kGPU0, false, {kCPU0, kGPU0}); CheckPickDeviceResult(kXPU0, true, {kXPU0, kCPU0}); } TEST(PickDeviceForXla, MultipleUnknownDevices) { CheckPickDeviceHasError(false, {kXPU0, kYPU0}); } TEST(PickDeviceForXla, GpuAndUnknown) { CheckPickDeviceHasError(false, {kGPU0, kXPU1}); } TEST(PickDeviceForXla, UnknownAndCpu) { CheckPickDeviceHasError(false, {kXPU0, kCPU1}); } TEST(PickDeviceForXla, MultipleDevicesOfSameType) { CheckPickDeviceHasError(true, {kCPU0, kCPU1}); CheckPickDeviceHasError(false, {kCPU0, kCPU1}); CheckPickDeviceHasError(false, {kGPU0, kGPU1}); CheckPickDeviceHasError(false, {kXPU0, kXPU1}); CheckPickDeviceHasError(false, {kCPU0, kCPU1, kGPU0}); } void SimpleRoundTripTestForDeviceSet(int num_devices) { jit::DeviceSet device_set; jit::DeviceInfoCache device_info_cache; std::vector expected_devices, actual_devices; for (int i = 0; i < num_devices; i++) { std::string device_name = absl::StrCat("/job:localhost/replica:0/task:0/device:XPU:", i); TF_ASSERT_OK_AND_ASSIGN(jit::DeviceId device_id, device_info_cache.GetIdFor(device_name)); device_set.Insert(device_id); expected_devices.push_back(device_name); } device_set.ForEach([&](jit::DeviceId device_id) { actual_devices.push_back( std::string(device_info_cache.GetNameFor(device_id))); return true; }); EXPECT_EQ(expected_devices, actual_devices); } TEST(DeviceSetTest, SimpleRoundTrip_One) { SimpleRoundTripTestForDeviceSet(1); } TEST(DeviceSetTest, SimpleRoundTrip_Small) { SimpleRoundTripTestForDeviceSet(8); } TEST(DeviceSetTest, SimpleRoundTrip_Large) { SimpleRoundTripTestForDeviceSet(800); } } // namespace } // namespace tensorflow